Raw LLM Responses
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in
The “Ministries shift from operators to supervisors” line is the real story here…
7464614875823…
in
When your alignment models are so tangled in corporate static that they leak the…
7465482980279…
in
Honestly, the part that stood out to me wasn’t how much energy a single AI query…
7468632676229…
in
Critical thinking. As a child, I was told in the Catholic Church that the eye in…
7465321339856…
in
What strikes me is that we still talk about AI as if capability were the main va…
7465275718193…
in
Agreed. As AI tools continue to proliferate, the real value will be in platforms…
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in
The structural shift you describe at societal level is already playing out insid…
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This really resonates with something I’ve been thinking about for a long time: A…
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Comment
The idea of AI preserving and documenting the reasoning paths behind discovery is especially compelling for both research transparency and knowledge transfer
LinkedIn
AI Research & Models
Senior Manager, AI Research | Large Language Mo…
2026-06-05T13:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | transparency |
| Secondary value | none |
| Alignment target | society |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker finds the idea of AI preserving and documenting reasoning paths compelling for research transparency. |
| Target justification | The target is society, as the comment implies that research transparency and knowledge transfer will benefit the broader community of researchers and scientists. |
| Coded at | 2026-06-11T08:38:05Z |
Raw LLM Response
```
{
"value_primary": "transparency",
"value_secondary": "none",
"target": "society",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker finds the idea of AI preserving and documenting reasoning paths compelling for research transparency.",
"target_justification": "The target is society, as the comment implies that research transparency and knowledge transfer will benefit the broader community of researchers and scientists."
}
```